Actigraphy-derived sleep health profiles and mortality in older men and women.

actigraphy clustering mixture model mortality older adult skewed data sleep health

Journal

Sleep
ISSN: 1550-9109
Titre abrégé: Sleep
Pays: United States
ID NLM: 7809084

Informations de publication

Date de publication:
11 04 2022
Historique:
received: 02 09 2021
revised: 07 12 2021
pubmed: 18 1 2022
medline: 13 4 2022
entrez: 17 1 2022
Statut: ppublish

Résumé

To identify actigraphy sleep health profiles in older men (Osteoporotic Fractures in Men Study; N = 2640) and women (Study of Osteoporotic Fractures; N = 2430), and to determine whether profile predicts mortality. We applied a novel and flexible clustering approach (Multiple Coalesced Generalized Hyperbolic mixture modeling) to identify sleep health profiles based on actigraphy midpoint timing, midpoint variability, sleep interval length, maintenance, and napping/inactivity. Adjusted Cox models were used to determine whether profile predicts time to all-cause mortality. We identified similar profiles in men and women: High Sleep Propensity [HSP] (20% of women; 39% of men; high napping and high maintenance); Adequate Sleep [AS] (74% of women; 31% of men; typical actigraphy levels); and Inadequate Sleep [IS] (6% of women; 30% of men; low maintenance and late/variable midpoint). In women, IS was associated with increased mortality risk (Hazard Ratio [HR] = 1.59 for IS vs. AS; 1.75 for IS vs. HSP). In men, AS and IS were associated with increased mortality risk (1.19 for IS vs. HSP; 1.22 for AS vs. HSP). These findings suggest several considerations for sleep-related interventions in older adults. Low maintenance with late/variable midpoint is associated with increased mortality risk and may constitute a specific target for sleep health interventions. High napping/inactivity co-occurs with high sleep maintenance in some older adults. Although high napping/inactivity is typically considered a risk factor for deleterious health outcomes, our findings suggest that it may not increase risk when it occurs in combination with high sleep maintenance.

Identifiants

pubmed: 35037946
pii: 6509372
doi: 10.1093/sleep/zsac015
pmc: PMC8996026
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : NIH HHS
ID : R01AG056331
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR035583
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG042140
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG042124
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000128
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070838
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070842
Pays : United States
Organisme : NIA NIH HHS
ID : R56 AG065251
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070839
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL071194
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG027810
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG027574
Pays : United States
Organisme : NIAMS NIH HHS
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070847
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL071194
Pays : United States
Organisme : NIA NIH HHS
ID : RF1 AG056331
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG026720
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG027576
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG042145
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG042139
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070841
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG042143
Pays : United States
Organisme : NHLBI NIH HHS
ID : R35 HL135818
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR035584
Pays : United States
Organisme : NIMH NIH HHS
ID : K01 MH112683
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG056331
Pays : United States
Organisme : NIAMS NIH HHS
ID : R01 AR035582
Pays : United States
Organisme : NIAMS NIH HHS
ID : U01 AR066160
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG005407
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070837
Pays : United States
Organisme : NIA NIH HHS
ID : R01 AG005394
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL070848
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG042168
Pays : United States

Informations de copyright

© The Author(s) 2022. Published by Oxford University Press on behalf of Sleep Research Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Références

Sleep Health. 2019 Dec;5(6):630-638
pubmed: 31678177
Contemp Clin Trials. 2005 Oct;26(5):557-68
pubmed: 16085466
J Am Geriatr Soc. 2007 Sep;55(9):1356-64
pubmed: 17767677
Sleep Med. 2015 Jul;16(7):811-9
pubmed: 26051864
Psychosom Med. 2016 Jul-Aug;78(6):686-96
pubmed: 26894325
J Clin Epidemiol. 1993 Feb;46(2):153-62
pubmed: 8437031
Sleep. 2014 Jan 01;37(1):9-17
pubmed: 24470692
J Am Geriatr Soc. 2012 Aug;60(8):1448-56
pubmed: 22734792
Sleep Med. 2012 Dec;13(10):1217-25
pubmed: 22705247
Contemp Clin Trials. 2005 Oct;26(5):569-85
pubmed: 16084776
BMJ. 1988 Oct 8;297(6653):897-9
pubmed: 3140969
Sleep. 2005 Dec;28(12):1599-605
pubmed: 16408420
J Clin Sleep Med. 2011 Aug 15;7(4):357-67
pubmed: 21897772
Sleep. 2018 Jan 1;41(1):
pubmed: 29165696
Sleep. 2021 Feb 12;44(2):
pubmed: 32918075
Sleep Med. 2013 Jan;14(1):12-9
pubmed: 22951185
Lancet. 1993 Jan 9;341(8837):72-5
pubmed: 8093403
Sleep Med Rev. 2018 Aug;40:196-202
pubmed: 29402512
JAMA. 1990 Feb 2;263(5):665-8
pubmed: 2404146
J Am Geriatr Soc. 2005 Sep;53(9):1570-6
pubmed: 16137289
Sleep. 2021 Jul 9;44(7):
pubmed: 33515457
Nat Hum Behav. 2021 Jan;5(1):113-122
pubmed: 33199855
Value Health. 2020 Jun;23(6):791-811
pubmed: 32540238
Am J Epidemiol. 2015 Jan 1;181(1):54-63
pubmed: 25491893
Psychol Med. 1987 May;17(2):461-70
pubmed: 3602238
J Neurosci Methods. 2001 Feb 15;105(2):185-91
pubmed: 11275275
Chronobiol Int. 2015;32(10):1427-37
pubmed: 26594893
J Am Stat Assoc. 2018;113(521):95-110
pubmed: 31086426

Auteurs

Meredith L Wallace (ML)

Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.

Soomi Lee (S)

School of Aging Studies, College of Behavioral and Community Sciences, University of South Florida, Tampa, FL, USA.

Katie L Stone (KL)

California Pacific Medical Center Research Institute, San Francisco, CA, USA.

Martica H Hall (MH)

Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.

Stephen F Smagula (SF)

Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.

Susan Redline (S)

Department of Medicine, Brigham and Women's Hospital and Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA.

Kristine Ensrud (K)

Department of Medicine, University of Minnesota, Minneapolis, MN, USA.
Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA.
Center for Care Delivery & Outcomes Research, Minneapolis VA Health Care System, Minneapolis, MN, USA.

Sonia Ancoli-Israel (S)

Department of Psychiatry, University of California, San Diego, La Jolla, CA, USA.

Daniel J Buysse (DJ)

Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA.

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Classifications MeSH